The Analysis of Controllability and Stability of an Approximate Model of Heat Transfer in an Autoclave

S. Mokrushin, V. S. Khoroshavin, Sergey I. Ohapkin, A. Zotov, V. S. Grudinin
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A qualitative analysis is carried out based on the modern theory of automatic control for an approximative model of the thermal process of steam heating in an autoclave, taking into account the laws of heat transfer and the sufficiency of using a twodimensional model depending upon the structural and functional features of the model, which have regard to the parameters and relationships of the process, namely, the Kalman’s controllability properties of the model in the time domain in the state-space representation (the transition from the transfer function with zeros in the numerator to the normal differential system differential equations is also described). There were also analized the stability properties of the model in the frequency domain by means of transfer functions and structural transformations and the relationship of parameters in the form of inequalities with the subsequent choice of proportional-integral-differential configuration components for a real autoclave using the matrix of expert estimates. \nResults. It is shown that to make a qualitatively study of the issues of controllability and stability of the approximative model of the thermal process of water heating by steam in an autoclave, depending on the process parameters, it is necessary to represent the model the time domain (in the state-space representation) and in the frequency domain (in the form of transfer functions). The analysis of the controllability of the process is based on three approaches: the first (formalized) approach is based on the representation of the model in the form of a normal system of ordinary differential equations in the Cauchy form with the development of a method of decreasing the order of the higher derivatives of coordinates and introducing additional control signals taking into account the control derivatives; the second (unformalized) is based on the exclusion of management derivatives through structural transformation; the third (direct) approach uses the first-order heat balance and heat conduction equations derived from physical considerations. Under the conditions of Kalman’s controllability, dependencies between the parameters of the process and the degree of its controllability have been obtained.The analysis of the stability of the process is based on studying the poles of the transfer functions in the frequency domain and the characteristic roots of the equations of state in the time domain. On the basis of structural transformations, a closed canister heating loop with water with inertia, depending on the autoclave charging parameters, is isolated. Transient processes in this circuit take an amplifying, aperiodic or integral character, which affects the nature of the transient processes of the control system as a whole. The formalized choice of the components of the proportional-integral-differential regulation law is carried out depending on the frequency of application of the degree of loading and the need for the components of the proportional-integral-differential regulator using the matrix of expert estimates. \nConclusions. The results of the research will serve as the material for the development of a real model of the autoclaving process, taking into account the static and dynamic characteristics of measuring, conversion and actuating elements, investigating the influence and compensation of inertia and nonlinearities of real elements, followed by the development of an automated system for controlling the sterilization process in autoclaves. The results of the work can be used to study general and applied problems of optimal control in both food and other industries, for example, in the production of building materials and the production of rubber products.","PeriodicalId":53930,"journal":{"name":"Mordovia University Bulletin","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mordovia University Bulletin","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.15507/0236-2910.028.201803.416-428","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Introduction.Ensuring the safety of country food industry in terms of the duration of storage and the quality of products is impossible without sterilizing products in autoclaves. The effectiveness of the sterilization processes depends on the degree of their automation. In the last twenty years, the improvement of automatic and automated control systems was primarily based on the development of technical means for automation without theoretical justification of decision-making. The proposed work is aimed at identifying the links between the parameters and connections of the sterilization process and the choice of structural and parametric features of the control system. Materials and Methods. A qualitative analysis is carried out based on the modern theory of automatic control for an approximative model of the thermal process of steam heating in an autoclave, taking into account the laws of heat transfer and the sufficiency of using a twodimensional model depending upon the structural and functional features of the model, which have regard to the parameters and relationships of the process, namely, the Kalman’s controllability properties of the model in the time domain in the state-space representation (the transition from the transfer function with zeros in the numerator to the normal differential system differential equations is also described). There were also analized the stability properties of the model in the frequency domain by means of transfer functions and structural transformations and the relationship of parameters in the form of inequalities with the subsequent choice of proportional-integral-differential configuration components for a real autoclave using the matrix of expert estimates. Results. It is shown that to make a qualitatively study of the issues of controllability and stability of the approximative model of the thermal process of water heating by steam in an autoclave, depending on the process parameters, it is necessary to represent the model the time domain (in the state-space representation) and in the frequency domain (in the form of transfer functions). The analysis of the controllability of the process is based on three approaches: the first (formalized) approach is based on the representation of the model in the form of a normal system of ordinary differential equations in the Cauchy form with the development of a method of decreasing the order of the higher derivatives of coordinates and introducing additional control signals taking into account the control derivatives; the second (unformalized) is based on the exclusion of management derivatives through structural transformation; the third (direct) approach uses the first-order heat balance and heat conduction equations derived from physical considerations. Under the conditions of Kalman’s controllability, dependencies between the parameters of the process and the degree of its controllability have been obtained.The analysis of the stability of the process is based on studying the poles of the transfer functions in the frequency domain and the characteristic roots of the equations of state in the time domain. On the basis of structural transformations, a closed canister heating loop with water with inertia, depending on the autoclave charging parameters, is isolated. Transient processes in this circuit take an amplifying, aperiodic or integral character, which affects the nature of the transient processes of the control system as a whole. The formalized choice of the components of the proportional-integral-differential regulation law is carried out depending on the frequency of application of the degree of loading and the need for the components of the proportional-integral-differential regulator using the matrix of expert estimates. Conclusions. The results of the research will serve as the material for the development of a real model of the autoclaving process, taking into account the static and dynamic characteristics of measuring, conversion and actuating elements, investigating the influence and compensation of inertia and nonlinearities of real elements, followed by the development of an automated system for controlling the sterilization process in autoclaves. The results of the work can be used to study general and applied problems of optimal control in both food and other industries, for example, in the production of building materials and the production of rubber products.
高压灭菌器传热近似模型的可控性和稳定性分析
介绍。如果没有在高压灭菌器中对产品进行灭菌,就不可能确保国家食品工业在储存时间和产品质量方面的安全。灭菌过程的有效性取决于其自动化程度。在过去的二十年里,自动化和自动化控制系统的改进主要是基于自动化技术手段的发展,而没有决策的理论依据。拟议的工作旨在确定灭菌过程的参数和连接之间的联系以及控制系统的结构和参数特征的选择。材料与方法。本文根据现代自动控制理论,对高压灭菌器蒸汽加热热过程的近似模型进行了定性分析,考虑到传热规律以及根据模型的结构和功能特征使用二维模型的充分性,该模型考虑到过程的参数和关系,即:在状态空间表示中描述了模型在时域的卡尔曼可控性(也描述了从分子为零的传递函数到正微分系统微分方程的转换)。利用传递函数和结构变换分析了模型在频域的稳定性特性,并利用专家估计矩阵分析了参数间的不等式关系以及后续选择实际高压釜的比例-积分-微分构型分量。结果。结果表明,为了定性地研究高压灭菌器中蒸汽加热水的热过程近似模型随过程参数的可控性和稳定性问题,有必要在时域(以状态空间表示)和频域(以传递函数的形式)对模型进行表征。过程可控性的分析基于三种方法:第一种(形式化)方法是基于模型以柯西形式的常微分方程组的形式表示,并发展了一种降低坐标的高阶导数的阶数并引入考虑控制导数的附加控制信号的方法;第二种(非形式化)是基于通过结构转型排除管理衍生品;第三种(直接)方法使用从物理考虑推导出的一阶热平衡和热传导方程。在卡尔曼可控性条件下,得到了过程参数与其可控性程度之间的依赖关系。过程的稳定性分析是基于对传递函数在频域的极点和状态方程在时域的特征根的研究。在结构转换的基础上,根据高压灭菌器充注参数,隔离了一个带有惯性水的密闭罐加热回路。该电路中的暂态过程具有放大、非周期或积分的特性,从而影响整个控制系统暂态过程的性质。比例-积分-微分调节律的组成部分的形式化选择取决于加载程度的应用频率和比例-积分-微分调节律的组成部分的需要,使用专家估计矩阵。结论。研究结果将作为开发高压灭菌过程真实模型的材料,考虑到测量、转换和驱动元件的静态和动态特性,研究实际元件的惯性和非线性的影响和补偿,随后开发用于控制高压灭菌过程的自动化系统。这项工作的结果可用于研究食品和其他工业(例如建筑材料的生产和橡胶制品的生产)中最优控制的一般和应用问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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Mordovia University Bulletin
Mordovia University Bulletin MULTIDISCIPLINARY SCIENCES-
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